{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Automatic Instance Segmentation with Segment Anything for Microscopy\n",
    "\n",
    "This notebook shows how to use Segment Anything (SAM) for automatic instance segmentation, using the corresponding functionality from `µsam` (Segment Anything for Microscopy). We use immunoflourescence microscopy images, abbreviated as `Covid IF` (from [Pape et al](https://doi.org/10.1002/bies.202000257)), in this notebook. The functionalities shown here should work for your (microscopy) images too!\n",
    "\n",
    "We demonstrate using two different functionalities:\n",
    "\n",
    "1. Automatic Mask Generation (AMG): The \"Segment Anything\" feature where positive point prompts are sampled in a grid over the entire image to perform instance segmentation on 2d images.\n",
    "2. Automatic Instance Segmentation (AIS): A new feature introduced in `µsam` where we train an additional decoder to perform automatic instance segmentation. This method is much faster in AMG and yields better results if it is applied to data that is similar to the finetuning dataset on 2d images and volumetric (3d) data."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Running this notebook\n",
    "\n",
    "If you have an environment with `µsam` on your computer you can run this notebook in there. You can follow the [installation instructions](https://computational-cell-analytics.github.io/micro-sam/micro_sam.html#installation) to install it on your computer.\n",
    "\n",
    "You can also run this notebook in the cloud on [Kaggle Notebooks](https://www.kaggle.com/code/). This service offers free usage of a GPU to speed up running the code. The next collapsible section guides you through the installation for you if you are using it. You can skip them if you have `micro_sam` installed.\n",
    "\n",
    "<details>\n",
    "\n",
    "<summary><strong>Click here for more installation details.</strong></summary>\n",
    "\n",
    "## Install `condacolab` for Package Management\n",
    "\n",
    "**IMPORTANT**: This step is only necessary if you are running this notebook in Kaggle Notebooks (tested) / Google Colab. **Please skip these cells and go to `Importing the libraries` if you are running the notebook on your own computer with `micro_sam` already installed.**\n",
    "\n",
    "The first step for running the notebook on the above mentioned cloud platforms is to have a package manager to install `µsam` and other relevant packages.\n",
    "\n",
    "**NOTE**: Please run the next two blocks of code in new cells one after the other.\n",
    "\n",
    "# Step 1: Install `condacolab` on Kaggle Notebooks (tested) / Google Colab for installing conda and other related package managers.\n",
    "\n",
    "```bash\n",
    "!pip install -q condacolab\n",
    "import condacolab\n",
    "condacolab.install()\n",
    "```\n",
    "\n",
    "> **NOTE**: When you run the previous block of code, the kernel should restart automatically in Kaggle Notebooks (tested). Please proceed further without the need of any manual kernel restarts.\n",
    "\n",
    "# Step 2: Validate if `condacolab` was installed correctly.\n",
    "\n",
    "```bash\n",
    "import condacolab\n",
    "condacolab.check()\n",
    "```\n",
    "\n",
    "> If you see `✨🍰✨ Everything looks OK!` in the previous code block's output, you are good to proceed the next code block!\n",
    "\n",
    "## Checking system information\n",
    "\n",
    "```python\n",
    "# Check if we are running this notebook on Kaggle, Google Colab or local compute resources.\n",
    "import os\n",
    "current_spot = os.getcwd()\n",
    "\n",
    "if current_spot.startswith(\"/kaggle/working\"):\n",
    "    print(\"Kaggle says hi!\")\n",
    "    root_dir = \"/kaggle/working\"\n",
    "\n",
    "elif current_spot.startswith(\"/content\"):\n",
    "    print(\"Google Colab says hi!\")\n",
    "    print(\" NOTE: The scripts have not been tested on Google Colab, you might need to adapt the installations a bit.\")\n",
    "    root_dir = \"/content\"\n",
    "\n",
    "else:\n",
    "    msg = \"You are using a behind-the-scenes resource. Follow our installation instructions here:\"\n",
    "    msg += \" https://computational-cell-analytics.github.io/micro-sam/micro_sam.html#installation\"\n",
    "    print(msg)\n",
    "    root_dir = \"\"  # overwrite to set the root directory, where the data, checkpoints, and all relevant stuff will be stored\n",
    "```\n",
    "\n",
    "### Installation\n",
    "\n",
    "The next code block will install the `micro_sam` library on Kaggle Notebooks. **Please skip these cells and go to `Importing the libraries` if you are running the notebook on your own computer.**\n",
    "\n",
    "```bash\n",
    "# Install `micro-sam` from `conda-forge`.\n",
    "!mamba install -y -q -c conda-forge micro_sam > /dev/null 2>&1\n",
    "!pip uninstall -y --quiet napari  # GUI backends are not supported in Kaggle / Google Colab, let's remove it to avoid errors.\n",
    "```\n",
    "\n",
    "> NOTE:\n",
    "Known Issues on **Kaggle Notebooks** (for the `Importing the libraries` section below):\n",
    "\n",
    "1. ```bash\n",
    "    2024-05-08 14:56:42.941557: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
    "    2024-05-08 14:56:42.941680: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
    "    2024-05-08 14:56:43.062385: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
    "    ```\n",
    "\n",
    "    - We have received this warning while testing this notebook on Kaggle. We suspect that the complains originate from the tensorflow suite. It does not lead to any issues while making use of the installed packages. You can proceed and ignore the warnings."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importing the libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:09:03.737926Z",
     "iopub.status.busy": "2025-04-16T15:09:03.737620Z",
     "iopub.status.idle": "2025-04-16T15:09:27.515474Z",
     "shell.execute_reply": "2025-04-16T15:09:27.514733Z",
     "shell.execute_reply.started": "2025-04-16T15:09:03.737899Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-04-16 15:09:13.142732: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
      "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n",
      "E0000 00:00:1744816153.337334     165 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
      "E0000 00:00:1744816153.393010     165 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from glob import glob\n",
    "from typing import Optional, Union, Tuple\n",
    "\n",
    "import h5py\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from skimage.measure import label as connected_components\n",
    "\n",
    "import torch\n",
    "\n",
    "from torch_em.util.util import get_random_colors\n",
    "from torch_em.data.datasets.electron_microscopy.lucchi import get_lucchi_paths\n",
    "from torch_em.data.datasets.light_microscopy.covid_if import get_covid_if_data\n",
    "\n",
    "from micro_sam.evaluation.model_comparison import _enhance_image\n",
    "from micro_sam.automatic_segmentation import get_predictor_and_segmenter, automatic_instance_segmentation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Let's download the dataset\n",
    "\n",
    "Download the 2d example data from Zenodo."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:09:27.517232Z",
     "iopub.status.busy": "2025-04-16T15:09:27.516396Z",
     "iopub.status.idle": "2025-04-16T15:11:47.096408Z",
     "shell.execute_reply": "2025-04-16T15:11:47.095567Z",
     "shell.execute_reply.started": "2025-04-16T15:09:27.517206Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Download https://zenodo.org/record/5092850/files/covid-if-groundtruth.zip?download=1 to /kaggle/working/data/covid_if/covid-if.zip: 100%|██████████| 491M/491M [02:15<00:00, 3.79MB/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Download successful and checksums agree.\n",
      "Your data is stored at: /kaggle/working/data/covid_if\n"
     ]
    }
   ],
   "source": [
    "# NOTE: Please set 'root_dir' to the desired path, either where your data exists, or where you would like to download the data.\n",
    "root_dir = os.getcwd()  # Overwrite this to point to your desired path.\n",
    "\n",
    "data_dir = os.path.join(root_dir, \"data\", \"covid_if\")\n",
    "get_covid_if_data(path=data_dir, download=True)\n",
    "print(f\"Your data is stored at: {data_dir}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Let's visualize how our samples look\n",
    "\n",
    "We check out the 2d example data visually with matplotlib and visualize the images and the ground-truth segmentations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:11:50.682727Z",
     "iopub.status.busy": "2025-04-16T15:11:50.681990Z",
     "iopub.status.idle": "2025-04-16T15:11:50.688083Z",
     "shell.execute_reply": "2025-04-16T15:11:50.687311Z",
     "shell.execute_reply.started": "2025-04-16T15:11:50.682696Z"
    }
   },
   "outputs": [],
   "source": [
    "# Convenience function to plot images side-by-side\n",
    "def plot_samples(image, gt, segmentation=None, enhance_image=True):\n",
    "    n_images = 2 if segmentation is None else 3\n",
    "    fig, ax = plt.subplots(1, n_images, figsize=(10, 10))\n",
    "\n",
    "    if enhance_image:\n",
    "        image = _enhance_image(image, do_norm=True)\n",
    "\n",
    "    ax[0].imshow(image, cmap=\"gray\")\n",
    "    ax[0].axis(\"off\")\n",
    "    ax[0].set_title(\"Image\")\n",
    "\n",
    "    gt = connected_components(gt)\n",
    "    ax[1].imshow(gt, cmap=get_random_colors(gt), interpolation=\"nearest\")\n",
    "    ax[1].axis(\"off\")\n",
    "    ax[1].set_title(\"Ground Truth\")\n",
    "\n",
    "    if n_images == 3:\n",
    "        ax[2].imshow(segmentation, cmap=get_random_colors(segmentation), interpolation=\"nearest\")\n",
    "        ax[2].axis(\"off\")\n",
    "        ax[2].set_title(\"Prediction\")\n",
    "\n",
    "    plt.show()\n",
    "    plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:11:52.988010Z",
     "iopub.status.busy": "2025-04-16T15:11:52.987156Z",
     "iopub.status.idle": "2025-04-16T15:11:53.633615Z",
     "shell.execute_reply": "2025-04-16T15:11:53.632842Z",
     "shell.execute_reply.started": "2025-04-16T15:11:52.987973Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sample_paths = sorted(glob(os.path.join(data_dir, \"*\")))\n",
    "\n",
    "for sample_path in sample_paths:\n",
    "    with h5py.File(sample_path, \"r\") as f:\n",
    "        raw = f[\"raw/serum_IgG/s0\"][:]\n",
    "        labels = f[\"labels/cells/s0\"][:]\n",
    "\n",
    "    plot_samples(image=raw, gt=labels)\n",
    "\n",
    "    break  # comment this out in case you want to visualize all images."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Next, we create convenience functions for automatic segmentation methods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:11:55.246016Z",
     "iopub.status.busy": "2025-04-16T15:11:55.245704Z",
     "iopub.status.idle": "2025-04-16T15:11:55.254750Z",
     "shell.execute_reply": "2025-04-16T15:11:55.254003Z",
     "shell.execute_reply.started": "2025-04-16T15:11:55.245989Z"
    }
   },
   "outputs": [],
   "source": [
    "def run_automatic_instance_segmentation(\n",
    "    image: np.ndarray,\n",
    "    ndim: int,\n",
    "    checkpoint_path: Optional[Union[os.PathLike, str]] = None,\n",
    "    model_type: str = \"vit_b_lm\",\n",
    "    device: Optional[Union[str, torch.device]] = None,\n",
    "    tile_shape: Optional[Tuple[int, int]] = None,\n",
    "    halo: Optional[Tuple[int, int]] = None,\n",
    "):\n",
    "    \"\"\"Automatic Instance Segmentation (AIS) by training an additional instance decoder in SAM.\n",
    "\n",
    "    NOTE: AIS is supported only for `µsam` models.\n",
    "\n",
    "    Args:\n",
    "        image: The input image.\n",
    "        ndim: The number of dimensions for the input data.\n",
    "        checkpoint_path: The path to stored checkpoints.\n",
    "        model_type: The choice of the `µsam` model.\n",
    "        device: The device to run the model inference.\n",
    "        tile_shape: The tile shape for tiling-based segmentation.\n",
    "        halo: The overlap shape on each side per tile for stitching the segmented tiles.\n",
    "\n",
    "    Returns:\n",
    "        The instance segmentation.\n",
    "    \"\"\"\n",
    "    # Step 1: Get the 'predictor' and 'segmenter' to perform automatic instance segmentation.\n",
    "    predictor, segmenter = get_predictor_and_segmenter(\n",
    "        model_type=model_type,  # choice of the Segment Anything model\n",
    "        checkpoint=checkpoint_path,  # overwrite to pass your own finetuned model.\n",
    "        device=device,  # the device to run the model inference.\n",
    "        amg=False,  # set the automatic segmentation mode to AIS.\n",
    "        is_tiled=(tile_shape is not None),  # whether to run automatic segmentation with tiling.\n",
    "    )\n",
    "\n",
    "    # Step 2: Get the instance segmentation for the given image.\n",
    "    prediction = automatic_instance_segmentation(\n",
    "        predictor=predictor,  # the predictor for the Segment Anything model.\n",
    "        segmenter=segmenter,  # the segmenter class responsible for generating predictions.\n",
    "        input_path=image,  # the filepath to image or the input array for automatic segmentation.\n",
    "        ndim=ndim,  # the number of input dimensions.\n",
    "        tile_shape=tile_shape,  # the tile shape for tiling-based prediction.\n",
    "        halo=halo,  # the overlap shape for tiling-based prediction.\n",
    "    )\n",
    "\n",
    "    return prediction\n",
    "\n",
    "\n",
    "def run_automatic_mask_generation(\n",
    "    image: np.ndarray,\n",
    "    ndim: int,\n",
    "    checkpoint_path: Optional[Union[os.PathLike, str]] = None,\n",
    "    model_type: str = \"vit_b\",\n",
    "    device: Optional[Union[str, torch.device]] = None,\n",
    "    tile_shape: Optional[Tuple[int, int]] = None,\n",
    "    halo: Optional[Tuple[int, int]] = None,\n",
    "):\n",
    "    \"\"\"Automatic Mask Generation (AMG) is the automatic segmentation method offered by SAM.\n",
    "\n",
    "    NOTE: AMG is supported for both Segment Anything models and `µsam` models.\n",
    "\n",
    "    Args:\n",
    "        image: The input image.\n",
    "        ndim: The number of dimensions for the input data.\n",
    "        checkpoint_path: The path to stored checkpoints.\n",
    "        model_type: The choice of the SAM / `µsam` model.\n",
    "        device: The device to run the model inference.\n",
    "        tile_shape: The tile shape for tiling-based segmentation.\n",
    "        halo: The overlap shape on each side per tile for stitching the segmented tiles.\n",
    "\n",
    "    Returns:\n",
    "        The instance segmentation.\n",
    "    \"\"\"\n",
    "    # Step 1: Get the 'predictor' and 'segmenter' to perform automatic instance segmentation.\n",
    "    predictor, segmenter = get_predictor_and_segmenter(\n",
    "        model_type=model_type,  # choice of the Segment Anything model\n",
    "        checkpoint=checkpoint_path,  # overwrite to pass your own finetuned model.\n",
    "        device=device,  # the device to run the model inference.\n",
    "        amg=True,  # set the automatic segmentation mode to AMG.\n",
    "        is_tiled=(tile_shape is not None),  # whether to run automatic segmentation with tiling.\n",
    "    )\n",
    "\n",
    "    # Step 2: Get the instance segmentation for the given image.\n",
    "    prediction = automatic_instance_segmentation(\n",
    "        predictor=predictor,  # the predictor for the Segment Anything model.\n",
    "        segmenter=segmenter,  # the segmenter class responsible for generating predictions.\n",
    "        input_path=image,  # the filepath to image or the input array for automatic segmentation.\n",
    "        ndim=ndim,  # the number of input dimensions.\n",
    "        tile_shape=tile_shape,  # the tile shape for tiling-based prediction.\n",
    "        halo=halo,  # the overlap shape for tiling-based prediction.\n",
    "    )\n",
    "\n",
    "    return prediction"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Let's run the *Segment Anything for Microscopy* models\n",
    "\n",
    "`µsam` introduces an additional decoder to improve the segmentation quality by learning the objects with a better heuristic.\n",
    "\n",
    "We test the smallest light microscopy (LM) `µsam` model on the microscopy data, ViT Base (LM) (abbreviated as `vit_b_lm`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:11:58.867536Z",
     "iopub.status.busy": "2025-04-16T15:11:58.866843Z",
     "iopub.status.idle": "2025-04-16T15:12:42.855237Z",
     "shell.execute_reply": "2025-04-16T15:12:42.854424Z",
     "shell.execute_reply.started": "2025-04-16T15:11:58.867511Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file 'vit_b_lm' from 'https://uk1s3.embassy.ebi.ac.uk/public-datasets/bioimage.io/diplomatic-bug/1.1/files/vit_b.pt' to '/root/.cache/micro_sam/models'.\n",
      "100%|████████████████████████████████████████| 375M/375M [00:00<00:00, 607GB/s]\n",
      "Downloading file 'vit_b_lm_decoder' from 'https://uk1s3.embassy.ebi.ac.uk/public-datasets/bioimage.io/diplomatic-bug/1.1/files/vit_b_decoder.pt' to '/root/.cache/micro_sam/models'.\n",
      "100%|█████████████████████████████████████| 44.1M/44.1M [00:00<00:00, 82.7GB/s]\n",
      "Compute Image Embeddings 2D: 100%|██████████| 1/1 [00:00<00:00,  2.21it/s]\n",
      "Initialize instance segmentation with decoder: 100%|██████████| 1/1 [00:00<00:00,  7.46it/s]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "model_choice = \"vit_b_lm\"\n",
    "\n",
    "for sample_path in sample_paths:\n",
    "    with h5py.File(sample_path, \"r\") as f:\n",
    "        raw = f[\"raw/serum_IgG/s0\"][:]\n",
    "        labels = f[\"labels/cells/s0\"][:]\n",
    "\n",
    "    # NOTE: If you have large images, we recommend using tiling for automatic segmentation.\n",
    "    # eg. for a training patch size of (512, 512), you can provide the following example combination:\n",
    "    # 'tile_shape=(384, 384). halo=(64, 64)' for running automatic segmentation over tiles.\n",
    "    prediction = run_automatic_instance_segmentation(raw, ndim=2, model_type=model_choice)\n",
    "\n",
    "    plot_samples(image=raw, gt=labels, segmentation=prediction)\n",
    "\n",
    "    break  # comment this out in case you want to visualize all images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The segmentation quality looks okay. How does it compare with the original automatic segmentation mode (called AMG, automatic mask generation) offered by the original SAM?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Let's run the default *Segment Anything* models\n",
    "\n",
    "We test the smallest default SAM model on the microscopy data, ViT Base (abbreviated as `vit_b`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:12:49.091535Z",
     "iopub.status.busy": "2025-04-16T15:12:49.091016Z",
     "iopub.status.idle": "2025-04-16T15:13:23.872631Z",
     "shell.execute_reply": "2025-04-16T15:13:23.871771Z",
     "shell.execute_reply.started": "2025-04-16T15:12:49.091506Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file 'vit_b' from 'https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth' to '/root/.cache/micro_sam/models'.\n",
      "100%|████████████████████████████████████████| 375M/375M [00:00<00:00, 542GB/s]\n",
      "Compute Image Embeddings 2D: 100%|██████████| 1/1 [00:00<00:00,  4.02it/s]\n",
      "Predict masks for point grid prompts: 100%|██████████| 16/16 [00:22<00:00,  1.39s/it]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# For consistency, we choose the same configuration of the original model.\n",
    "\n",
    "model_choice = \"vit_b\"\n",
    "\n",
    "for sample_path in sample_paths:\n",
    "    with h5py.File(sample_path, \"r\") as f:\n",
    "        raw = f[\"raw/serum_IgG/s0\"][:]\n",
    "        labels = f[\"labels/cells/s0\"][:]\n",
    "\n",
    "    # NOTE: If you have large images, we recommend using tiling for automatic segmentation.\n",
    "    # eg. for a training patch size of (512, 512), you can provide the following example combination:\n",
    "    # 'tile_shape=(384, 384). halo=(64, 64)' for running automatic segmentation over tiles.\n",
    "    prediction = run_automatic_mask_generation(raw, ndim=2, model_type=model_choice)\n",
    "\n",
    "    plot_samples(image=raw, gt=labels, segmentation=prediction)\n",
    "\n",
    "    break  # comment this out in case you want to visualize all images"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we see above, the automatic segmentation method offered by Segment Anything does not generalize well (at all) for segmenting cells in the above image.\n",
    "\n",
    "To address this problem, \"Segment Anything for Microscopy\" introduced the new automatic instance segmentation (AIS) feature (see above), which is the recommended workflow."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Next, we download the 3d example data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:13:23.874968Z",
     "iopub.status.busy": "2025-04-16T15:13:23.874135Z",
     "iopub.status.idle": "2025-04-16T15:13:56.190566Z",
     "shell.execute_reply": "2025-04-16T15:13:56.189743Z",
     "shell.execute_reply.started": "2025-04-16T15:13:23.874946Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Download http://www.casser.io/files/lucchi_pp.zip to /kaggle/working/data/lucchi/lucchi.zip: 100%|██████████| 216M/216M [00:08<00:00, 25.5MB/s] \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Download successful and checksums agree.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Load volume: 100%|██████████| 164/164 [00:00<00:00, 239.72it/s]\n",
      "Load volume: 100%|██████████| 164/164 [00:00<00:00, 245.76it/s]\n",
      "Load volume: 100%|██████████| 164/164 [00:00<00:00, 238.36it/s]\n",
      "Load volume: 100%|██████████| 164/164 [00:00<00:00, 535.48it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your data is stored at: /kaggle/working/data/lucchi\n"
     ]
    }
   ],
   "source": [
    "data_dir = os.path.join(root_dir, \"data\", \"lucchi\")\n",
    "volume_path = get_lucchi_paths(path=data_dir, split=\"train\", download=True)\n",
    "print(f\"Your data is stored at: {data_dir}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Let's visualize how our samples look\n",
    "\n",
    "We check out the 3d example data (a few slices) visually with matplotlib an visualize the images and the ground-truth segmentations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:13:56.191970Z",
     "iopub.status.busy": "2025-04-16T15:13:56.191555Z",
     "iopub.status.idle": "2025-04-16T15:13:57.638140Z",
     "shell.execute_reply": "2025-04-16T15:13:57.637400Z",
     "shell.execute_reply.started": "2025-04-16T15:13:56.191941Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with h5py.File(volume_path, \"r\") as f:\n",
    "    # Read the input data.\n",
    "    raw = f[\"raw\"][:]\n",
    "    labels = f[\"labels\"][:]\n",
    "\n",
    "# Let's check a few slices for visualization.\n",
    "chosen_slices = [80]  # Add more slice ids ranging between the z-range [0, 165) to visualize the images and corresponding labels.\n",
    "\n",
    "for curr_slice in chosen_slices:\n",
    "    plot_samples(image=raw[curr_slice], gt=labels[curr_slice], enhance_image=False)\n",
    "\n",
    "    break  # comment this out in case you want to visualize more slices."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Let's run the *Segment Anything for Microscopy* models\n",
    "\n",
    "`µsam` introduces an addiitonal decoder to improve the segmentation quality by learning the objects with a better heuristic.\n",
    "\n",
    "We test the smallest electron microscopy (EM) `µsam` model on the microscopy data above, ViT Base (EM Organelles) (abbreviated as `vit_b_em_organelles`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-16T15:13:57.639693Z",
     "iopub.status.busy": "2025-04-16T15:13:57.639430Z",
     "iopub.status.idle": "2025-04-16T15:15:45.072237Z",
     "shell.execute_reply": "2025-04-16T15:15:45.071382Z",
     "shell.execute_reply.started": "2025-04-16T15:13:57.639670Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file 'vit_b_em_organelles' from 'https://uk1s3.embassy.ebi.ac.uk/public-datasets/bioimage.io/noisy-ox/1/files/vit_b.pt' to '/root/.cache/micro_sam/models'.\n",
      "100%|████████████████████████████████████████| 375M/375M [00:00<00:00, 470GB/s]\n",
      "Downloading file 'vit_b_em_organelles_decoder' from 'https://uk1s3.embassy.ebi.ac.uk/public-datasets/bioimage.io/noisy-ox/1/files/vit_b_decoder.pt' to '/root/.cache/micro_sam/models'.\n",
      "100%|█████████████████████████████████████| 44.1M/44.1M [00:00<00:00, 78.4GB/s]\n",
      "Compute Image Embeddings 3D: 100%|██████████| 165/165 [00:38<00:00,  4.29it/s]\n",
      "Segment slices: 100%|██████████| 165/165 [00:30<00:00,  5.33it/s]\n",
      "Merge segmentation: 100%|██████████| 1/1 [00:08<00:00,  8.56s/it]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "model_choice = \"vit_b_em_organelles\"\n",
    "\n",
    "with h5py.File(volume_path, \"r\") as f:\n",
    "    raw = f[\"raw\"][:]\n",
    "    labels = f[\"labels\"][:]\n",
    "\n",
    "# NOTE: If you have large images (even in 3d, we recommend using tiling for automatic segmentation.\n",
    "# eg. for a training patch size of (512, 512), you can provide the following example combination:\n",
    "# 'tile_shape=(384, 384). halo=(64, 64)' for running automatic segmentation over tiles.\n",
    "prediction = run_automatic_instance_segmentation(raw, ndim=3, model_type=model_choice)\n",
    "\n",
    "# Let's check a few slices for visualization.\n",
    "chosen_slices = [80]  # Add more slice ids ranging between the z-range [0, 165) to visualize the images and corresponding labels.\n",
    "\n",
    "for curr_slice in chosen_slices:\n",
    "    plot_samples(image=raw[curr_slice], gt=labels[curr_slice], segmentation=prediction[curr_slice], enhance_image=False)\n",
    "\n",
    "    break  # comment this out in case you want to visualize more slices."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The segmentation quality for the slice visualized above looks good, but are these the exact results we would like to have?\n",
    "\n",
    "TIP: For larger images in YX axes, we recommend using automatic segmentation with tiling. Maybe it improves the segmentation quality further?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## What next?\n",
    "\n",
    "Question: Are you happy with the segmentations?\n",
    "1. If your answer is \"YES\", looks like you are good to go with your segmentations. Feel free to test it on your custom data.\n",
    "2. If you think there are missed out objects / incorrect segmentations, and there's room for improvement:\n",
    "    1. We recommend you to use our napari-based [annotation tool](https://computational-cell-analytics.github.io/micro-sam/micro_sam.html#annotation-tools) to improve your segmentations.\n",
    "    2. If you want to improve the automatic segmentation quality, we recommend you to finetune the default SAM models OR the `µsam` models, based on your initial assessment of the segmentation quality of both models.\n",
    "3. If you think the models perform poorly, we recommend you to finetune the default SAM models on your custom dataset. There are two situations here:\n",
    "    1. In case you do not have any ground-truth labels, we recommend generating the desired labels using our [annotator tool](https://computational-cell-analytics.github.io/micro-sam/micro_sam.html#annotation-tools)\n",
    "    2. In case you do have ground-truth labels, we suggest going ahead with finetuning already (you can choose to use the [python scripts](https://github.com/computational-cell-analytics/micro-sam/blob/master/examples/finetuning/finetune_hela.py) or the [tool](https://computational-cell-analytics.github.io/micro-sam/micro_sam.html#finetuning-ui) for this.)\n",
    "\n",
    "[Here](https://github.com/computational-cell-analytics/micro-sam/blob/master/notebooks/sam_finetuning.ipynb) is the link to the notebook on how to get quickly started with finetuning on your custom dataset."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*This notebook was last ran on May 5, 2025*"
   ]
  }
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